NUS-HPC-AI-Lab / DATMLinks
ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
☆102Updated last year
Alternatives and similar repositories for DATM
Users that are interested in DATM are comparing it to the libraries listed below
Sorting:
- [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)☆28Updated 10 months ago
- (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …☆129Updated 9 months ago
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆73Updated 6 months ago
- Data distillation benchmark☆67Updated 2 months ago
- Efficient Dataset Distillation by Representative Matching☆112Updated last year
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆95Updated last year
- Elucidated Dataset Condensation (NeurIPS 2024)☆21Updated 10 months ago
- ☆14Updated 2 years ago
- [ICCV2023] Dataset Quantization☆259Updated last year
- [NeurIPS'22] This is an official implementation for "Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning".☆185Updated last year
- The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"☆46Updated 7 months ago
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Updated 2 years ago
- Code for our ICML'24 on multimodal dataset distillation☆38Updated 10 months ago
- ☆59Updated 7 months ago
- Dataset pruning for ImageNet and LAION-2B.☆78Updated last year
- [ICCV 2023] DataDAM: Efficient Dataset Distillation with Attention Matching☆34Updated last year
- Official implementation for paper "Knowledge Diffusion for Distillation", NeurIPS 2023☆90Updated last year
- Prioritize Alignment in Dataset Distillation☆20Updated 8 months ago
- Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)☆48Updated 2 years ago
- Give us minutes, we give back a faster Mamba. The official implementation of "Faster Vision Mamba is Rebuilt in Minutes via Merged Token …☆39Updated 8 months ago
- Official Implementation of paper "Distilling Long-tailed Datasets"☆17Updated 2 weeks ago
- ☆29Updated 2 years ago
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆49Updated 7 months ago
- PyTorch implementation of paper "Dataset Distillation via Factorization" in NeurIPS 2022.☆66Updated 2 years ago
- ☆16Updated last year
- ☆86Updated 2 years ago
- [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers.☆34Updated 7 months ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆81Updated 6 months ago
- A pytorch implementation of CVPR24 paper "D4M: Dataset Distillation via Disentangled Diffusion Model"☆35Updated 11 months ago
- [IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation☆72Updated 3 years ago